Williams, Roy and Berriman, Bruce and Deelman, Ewa and Good, John and Jacob, Joseph and Kesselman, Carl and Lonsdale, Carol and Oliver, Seb and Prince, Thomas A. (2003) Multi-Wavelength Image Space: Another Grid-Enabled Science. Concurrency & Computation, 15 . pp. 539-549. http://resolver.caltech.edu/CaltechCACR:2003.201
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We describe a new Grid-enabled branch of astronomy: multi-wavelength images. To see sky images in the same pixel space, they must be projected to that space, a compute-intensive process. There is thus a virtual data space induced that is defined by an image and the applied projection. This virtual data can be created and replicated with Planners and Replica catalog technology developed under the GriPhyN project. We plan to deploy our system (MONTAGE) on the US Teragrid. Grid computing is also needed for ingesting data -- computing background correction on each image -- which forms a separate virtual data space. Multi-wavelength images can be used for pushing source detection and statistics by an order of magnitude from current techniques; for optimization of multi-wavelength image registration for detection and characterization of extended sources; and for detection of new classes of essentially multi-wavelength astronomical phenomena. The paper discusses both the grid architecture and the scientific goals.
|Group:||Center for Advanced Computing Research, Space Radiation Laboratory|
|Usage Policy:||You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format.|
|Deposited By:||Imported from CaltechCACR|
|Deposited On:||22 Nov 2004|
|Last Modified:||25 Feb 2015 00:55|
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